The Fifth Elephant 2019

Gathering of 1000+ practitioners from the data ecosystem

Data-Driven Sourcing of Candidates for Recruitment

Submitted by Devashish Sood (@devssh) on Apr 15, 2019

Session type: Full talk of 40 mins Status: Rejected

Abstract

We cover how we are using social media data to source candidates and details on how we manage the data-pipeline, trained the models, built the webapp, handled data-security and GDPR and Legal. Our project manages a huge amount(~1TB) of data but is used by a small amount of users.

Outline

Data pipeline
Models
WebApp - minor overview
Data Security
GDPR and Legal

Requirements

No requirements.

Speaker bio

I have been working as a Data Scientist and Engineer for the last 2 years and I started off as an Application Developer writing software. I have an online specialization in Data Science from the University of Michigan, a specialization in Deep Learning in Tensorflow/Keras, Numpy from Andrew Ng and Deeplearning.ai and a specialization in Scala-Spark from EPFL.

Links

Slides

https://docs.google.com/presentation/d/1KbmFQXFJE8C1Q8OuZa2-Ny_LEBmH9LN2pNEYr_r2RQ8/edit?usp=sharing

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